Personal profile
Research interests
Dr. Matthias Kempe is an Assistant Professor of Data Analytics in Sports at the University of Vienna. He received his PhD in Sport Science at the German Sport University Cologne form the Faculty of Exercise Training and Sport Informatics and worked at the Univeristy of Groningen as an Assistant Professor. His research intrests include performance optimization in sports and studying interaction patterns using complex analysis (i.e. Machine Learning). He cooperateds with different sports federations in various countries, especially in Handball, Ice-Skating, Tennis, and Football. These cooperations led to several publicly funded projects to implement analytic tools and machine learning in sports practice. Besides that, he works together with several data analytics companies and is regular mentor for Hackathons.
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Collaborations and top research areas from the last five years
Publications
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An Ontology for the Common Data Format on Football Match Data.
Ekaputra, F. J., Käfer, G. & Kempe, M., 2025, ISWC (Industry/Doctoral Consortium/Posters/Demos). p. 333-339 7 p.Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
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Common Data Format (CDF): A Standardized Format for Match-Data in Football (Soccer)
Anzer, G., Arnsmeyer, K., Bauer, P., Bekkers, J., Brefeld, U., Davis, J., Evans, N., Kempe, M., Robertson, S. J., Smith, J. W. & Van Haaren, J., 1 Feb 2025, In: Arx-Schriftenreihe.Publications: Contribution to journal › Article › Peer Reviewed
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Effects of enhanced expectancies on execution and outcome variability of a sidestep cutting task in basketball players: a randomised controlled trial
Nijmeijer, E. M. (Corresponding author), Kempe, M., Elferink-Gemser, M. T., Gokeler, A. & Benjaminse, A., 2025, (Accepted/In press) In: International Journal of Sport and Exercise Psychology.Publications: Contribution to journal › Article › Peer Reviewed
Activities
- 4 Talk or oral contribution
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It´s more than hiring a Data Scientist: Practical steps to implement AI in Professional Sports
Kempe, M. (Invited speaker)
14 Nov 2025Activity: Talks and presentations › Talk or oral contribution › Science to Public
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Coupling load parameters via Kernel Density Estimation – Uncovering underlying patterns for training optimization
Kempe, M. (Speaker) & Postma, L. (Contributor)
14 Sept 2025Activity: Talks and presentations › Talk or oral contribution › Science to Science
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The USB-C of football- a Common Format for Match-Data in Football
Kempe, M. (Speaker)
19 Jun 2025Activity: Talks and presentations › Talk or oral contribution › Science to Science